The Digital Art launch landscape has shifted every year since 2021. 133 products indexed. Below, we break it down by volume, engagement, and the individual products that mattered most.
Five years of Digital Art launch data. Volume, engagement, and the products that stood out.
The Digital Art launch landscape has shifted every year since 2021. 133 products indexed. Below, we break it down by volume, engagement, and the individual products that mattered most.
| Quarter | Launches | Avg Interest Score | Top Product |
|---|---|---|---|
| Q1 2026 | 3 | 53 | Molt Beach |
| Q1 2025 | 2 | 96 | Particular Drift |
| Q2 2025 | 8 | 101 | Merlio |
| Q3 2025 | 7 | 41 | LettuceTalk |
| Q4 2025 | 2 | 145 | Vibary |
| Q1 2024 | 8 | 132 | Capitol AI |
| Q2 2024 | 5 | 106 | BrickCenter |
| Q3 2024 | 17 | 78 | AI image extender |
| Q4 2024 | 11 | 98 | BharatDiffusion |
| Q1 2023 | 8 | 108 | AnimeAI |
| Q2 2023 | 9 | 99 | Midjourney V5.2 |
| Q3 2023 | 16 | 181 | DALL·E 3 |
| Q4 2023 | 17 | 131 | Distillery |
| Q1 2022 | 3 | 120 | Landscape Wallpapers |
| Q2 2022 | 3 | 107 | Pixel Art Together by Liveblocks |
| Q4 2022 | 14 | 100 | Floor |
The Digital Art category has been steady over the past 5 years of tracked data. Total launches went from 20 in 2022 to 3 in 2026.
Average engagement ratio across all Digital Art launches: 0.31. Products above that line tend to solve a specific, painful problem. Products below it often entered a crowded space without clear differentiation.
Digital Art peaked in 2023 with 50 launches. That was 3 years ago. The decline since then could signal market consolidation, saturation, or attention shifting to adjacent categories.
Average engagement per product has held steady around 0.31 across the full dataset. The audience for Digital Art tools is consistent. Engagement doesn't rise or fall with volume, which suggests a stable base of interested users.
The highest-performing quarter was Q3 2023, with an average interest score of 181 across 16 launches. DALL·E 3 led that quarter.
Three common reasons. The market consolidated around winners. The technology matured and stopped generating new startups. Or builder attention shifted to adjacent categories. Usually it's a combination.
Volume without engagement is saturation. Engagement without volume is opportunity. Check which one you're looking at.
Sum of all interest scores in the quarter divided by number of products. Simple average. We don't weight by category or product age.
Depends on what's declining. If volume drops but engagement rises, the market is maturing. That's often good for existing players. If both drop, the category may be dying. The quarterly breakdown on each page tells you which pattern you're seeing.
At least three. Two data points is a line, not a trend. We have five years of data for most categories, which is enough to distinguish real shifts from noise.
Current year launches compared to the same period last year. Positive means more products launching. Negative means the category cooled. Neither is inherently good or bad. A mature category with fewer but better launches is often healthier than one flooding the market with clones.
Launch volume drops but engagement per product rises. Fewer builders entering, but the ones that do find a more receptive audience. That's an opportunity signal. We flag it when we see it.